What are the most popular programming languages used in data science?
The most popular programming languages in data science are Python, R, and SQL. Python is favored for its simplicity and extensive libraries.
Why is Python preferred over R for data science?
Python is often preferred due to its versatility, ease of learning, and a vast ecosystem of libraries like Pandas and NumPy.
Are there any specific industries that favor certain languages?
Yes, for example, finance often uses R for statistical analysis, while tech companies may prefer Python for machine learning.
What about the role of SQL in data science?
SQL is crucial for data manipulation and retrieval, especially when working with large databases.
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